# Latent Unknown Clustering Integrating Multi-View Data

## Documentation for package ‘LUCIDus’ version 2.2.1

- DESCRIPTION file.
- User guides, package vignettes and other documentation.

## Help Pages

boot.lucid | Deprecated function boot.lucid
boot_lucid | Inference of LUCID model based on bootstrap resampling
check_na | Check missing patterns in omics data Z
est.lucid | Deprecated function est.lucid
est_lucid | Fit LUCID model to conduct integrated clustering
fill_data | Impute missing data by optimizing the likelihood function
gen_ci | generate bootstrp ci (normal, basic and percentile)
helix_data | HELIX data
Istep_Z | I-step of LUCID
lucid | Fit a lucid model for integrated analysis on exposure, outcome and multi-omics data
plot_lucid | Visualize LUCID model through a Sankey diagram
predict_lucid | Predict cluster assignment and outcome based on LUCID model
print.lucid | Print the output of 'est_lucid'
print.sumlucid | Print the output of LUCID in a nicer table
sim_data | A simulated dataset for LUCID
summary_lucid | Summarize results of LUCID model
tune_lucid | A wrapper function to perform model selection for LUCID